Engineers Clinic
IntermediateBusiness trackFP-CF-08

Budget vs actual variance analysis and a monthly management pack

Explain why a retailer missed its profit budget by $612,000: price, volume and mix variances, a flexed cost budget, clear commentary and a management pack the leadership team will read.

Business & ManagementFinance
6 Guided Steps33h Internship TierSubmit: Excel variance model + six-page management pack (PDF) + reforecast for the remaining four monthsVerified CertificateAI Rubric Graded
Program Overview

Industry project · for Bluestem Outdoor Gear, a Denver retailer of camping and climbing equipment with 9 stores and $18.4 million annual revenue

Bluestem Outdoor Gear sells tents, climbing kit, clothing and rentals through 9 stores in Colorado and Utah and a small online shop. The annual budget expected $18.4 million revenue and $1.48 million operating profit. After eight months, revenue is close to budget, but operating profit is $612,000 behind. The CEO, Dana Whitfield, says the monthly finance report is a 40-tab spreadsheet that tells her what happened but never why.

The new financial controller wants a management pack the leadership team can read in fifteen minutes each month. It should: - show results against budget and last year for the month and year to date; - split revenue variances into price, volume and mix, by category and by store; - flex the cost budget to actual activity, so store managers are judged on what they control; - give short, specific commentary with owners and actions; - include a reforecast for the rest of the year.

You will generate a synthetic dataset in task 1: a monthly budget and actuals for 9 stores, 5 product categories and 12 cost lines, with planted causes such as heavy discounting on tents, a mix shift from climbing kit to clothing, and higher wages in two stores.

Done looks like an Excel model with a variance engine, a six-page management pack and a reforecast. The method should work for any multi-site business, and you should be able to say, in one sentence, where the $612,000 went.

Budgeting and forecastingPrice, volume and mix variance analysisFlexible budgetsManagement reportingData visualisationBusiness commentary
What you submit

Excel variance model + six-page management pack (PDF) + reforecast for the remaining four months

Stack: Microsoft Excel or Google Sheets, Pivot tables, Power BI or Looker Studio (optional), Python or a random-number generator for the dataset

How it is graded
  • Correct variance engine30

    Price, volume and mix variances add up exactly to the total revenue and margin variance by category and store.

  • Fair cost analysis20

    The flexed budget separates activity-driven cost changes from spending changes, and each store’s controllable variance is shown.

  • Commentary that leads to action25

    Commentary explains the largest variances with causes, owners and actions, and the $612,000 gap is explained in one sentence.

  • Pack and reforecast25

    The six-page pack is readable in fifteen minutes and the reforecast is built from stated assumptions.

Pass 60% · Merit 75% · Distinction 90%

Learning Outcomes
Split revenue variances into price, volume and mix
build a flexed budget
write variance commentary that leads to action
produce a reforecast and a management pack
Target Audience

Engineering Students

Diploma, B.Tech, B.E., BCA, MCA, or M.Tech students seeking practical experience.

Aspiring Developers

Developers who want to build proof-of-work capstone projects for tech resumes.

Job Seekers

Graduates looking for AI-evaluated code review & verified industry credentials.